Econometric analysis of quantile regression models and networks : With empirical applications

Marchenko, Maria

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URN: urn:nbn:de:bsz:180-madoc-412360
Document Type: Doctoral dissertation
Year of publication: 2016
Place of publication: Mannheim
University: Universität Mannheim
Evaluator: Mammen, Enno
Date of oral examination: 19 June 2016
Publication language: English
Institution: School of Law and Economics > VWL, Ökonometrie (Frölich 2008-)
School of Law and Economics > Statistik (Mammen)
Außerfakultäre Einrichtungen > Graduate School of Economic and Social Sciences - CDSE (Economics)
Subject: 330 Economics
Subject headings (SWD): Nichtparametrische Statistik , Soziales Netzwerk , Ökonometrie
Keywords (English): econometrics , networks , endogenous shocks , quantile regression , nonparametric analysis , economics of education , retakes , peer effects , art market , dynamic networks
Abstract: This thesis consists of three essays that address open research issues in two econometric frameworks: nonparametric quantile regression framework and social networks, supported by empirical applications. Both econometric approaches are used to achieve a deeper understanding of the economic processes and interactions in comparison to the simple mean regression.

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